Blame for results/fm_retrieval.csv

split,fold,kind,pair,enc,R@1,R@5,R@10,MRR,pair_acc,N,R@1_g100
orion_official,0,trained,he->if,convnext_tiny,0.7247706422018348,0.9724770642201835,0.9908256880733946,0.8302792009214026,0.963302752293578,109,0.737
orion_official,0,trained,if->he,convnext_tiny,0.7064220183486238,0.9724770642201835,1.0,0.8230231542158147,0.963302752293578,109,0.7213999999999998
orion_official,0,trained,he->if,fm:virtues,0.6880733944954128,0.926605504587156,1.0,0.8015618173875055,0.944954128440367,109,0.7035999999999999
orion_official,0,trained,if->he,fm:virtues,0.6146788990825688,0.9724770642201835,1.0,0.7603320227173438,0.944954128440367,109,0.6312
orion_official,0,trained,he->markers,mlp,0.26605504587155965,0.6880733944954128,0.8256880733944955,0.44270429540456535,0.3669724770642202,109,0.2798
orion_official,0,trained,markers->he,mlp,0.26605504587155965,0.6788990825688074,0.7981651376146789,0.43652383100609066,0.3669724770642202,109,0.2814
orion_official,0,trained,he->markers,fm:geneformer,0.11009174311926606,0.3944954128440367,0.5412844036697247,0.24989989182727382,0.12844036697247707,109,0.1216
orion_official,0,trained,markers->he,fm:geneformer,0.11009174311926606,0.3486238532110092,0.5412844036697247,0.24369935948037363,0.12844036697247707,109,0.117
orion_official,0,trained,he->markers,fm:scgpt,0.09174311926605505,0.44036697247706424,0.6697247706422018,0.24783271077345922,0.2018348623853211,109,0.09739999999999999
orion_official,0,trained,markers->he,fm:scgpt,0.11926605504587157,0.43119266055045874,0.6422018348623854,0.2730484556355397,0.2018348623853211,109,0.1292
orion_official,0,emergent,if->markers,convnext_tiny + mlp,0.3577981651376147,0.7614678899082569,0.9174311926605505,0.5357271588518215,0.5504587155963303,109,0.37
orion_official,0,emergent,markers->if,convnext_tiny + mlp,0.3577981651376147,0.7339449541284404,0.8715596330275229,0.5293949401813557,0.5504587155963303,109,0.36979999999999996
orion_official,0,emergent,if->markers,convnext_tiny + fm:geneformer,0.1559633027522936,0.5137614678899083,0.6422018348623854,0.3002199970807918,0.1651376146788991,109,0.16440000000000002
orion_official,0,emergent,markers->if,convnext_tiny + fm:geneformer,0.12844036697247707,0.3577981651376147,0.5963302752293578,0.26113568626012185,0.1651376146788991,109,0.13540000000000002
orion_official,0,emergent,if->markers,convnext_tiny + fm:scgpt,0.2018348623853211,0.5229357798165137,0.6972477064220184,0.3523210202564232,0.22018348623853212,109,0.2122
orion_official,0,emergent,markers->if,convnext_tiny + fm:scgpt,0.1743119266055046,0.4954128440366973,0.7064220183486238,0.3197794534084414,0.22018348623853212,109,0.183
orion_official,0,emergent,if->markers,fm:virtues + mlp,0.5596330275229358,0.944954128440367,0.9908256880733946,0.7261577107907383,0.926605504587156,109,0.5783999999999999
orion_official,0,emergent,markers->if,fm:virtues + mlp,0.43119266055045874,0.8623853211009175,0.9541284403669725,0.6103929026068089,0.926605504587156,109,0.4468000000000001
orion_official,0,emergent,if->markers,fm:virtues + fm:geneformer,0.2018348623853211,0.48623853211009177,0.6972477064220184,0.35523057333402347,0.22018348623853212,109,0.21360000000000004
orion_official,0,emergent,markers->if,fm:virtues + fm:geneformer,0.1559633027522936,0.47706422018348627,0.6697247706422018,0.3042939311611461,0.22018348623853212,109,0.16400000000000003
orion_official,0,emergent,if->markers,fm:virtues + fm:scgpt,0.22018348623853212,0.6330275229357798,0.8073394495412844,0.41272410054939607,0.4036697247706422,109,0.23879999999999998
orion_official,0,emergent,markers->if,fm:virtues + fm:scgpt,0.1834862385321101,0.5596330275229358,0.8073394495412844,0.3555318954745561,0.4036697247706422,109,0.19819999999999993
patient_5fold,0,trained,he->if,convnext_tiny,0.4523121387283237,0.8049132947976878,0.888728323699422,0.6039380028095227,0.6950867052023122,692,0.7535999999999998
patient_5fold,0,trained,if->he,convnext_tiny,0.43786127167630057,0.7601156069364162,0.865606936416185,0.5795906828420098,0.6950867052023122,692,0.7233999999999999
patient_5fold,0,trained,he->if,fm:virtues,0.44653179190751446,0.7630057803468208,0.861271676300578,0.5853501492079474,0.7239884393063584,692,0.7257999999999999
patient_5fold,0,trained,if->he,fm:virtues,0.42052023121387283,0.7528901734104047,0.865606936416185,0.5666344771041778,0.7239884393063584,692,0.7145999999999999
patient_5fold,0,trained,he->markers,mlp,0.12861271676300579,0.37572254335260113,0.5274566473988439,0.2569076706910843,0.1907514450867052,692,0.39520000000000005
patient_5fold,0,trained,markers->he,mlp,0.12427745664739884,0.3684971098265896,0.523121387283237,0.24753165678377223,0.1907514450867052,692,0.375
patient_5fold,0,trained,he->markers,fm:geneformer,0.03757225433526012,0.14017341040462428,0.2384393063583815,0.10228637045332531,0.03757225433526012,692,0.1542
patient_5fold,0,trained,markers->he,fm:geneformer,0.04335260115606936,0.1546242774566474,0.23410404624277456,0.1111253736762748,0.03757225433526012,692,0.16620000000000001
patient_5fold,0,trained,he->markers,fm:scgpt,0.0476878612716763,0.14017341040462428,0.24277456647398843,0.11376479678445035,0.04046242774566474,692,0.16760000000000003
patient_5fold,0,trained,markers->he,fm:scgpt,0.02745664739884393,0.12861271676300579,0.22687861271676302,0.09698834520674933,0.04046242774566474,692,0.15220000000000003
patient_5fold,0,emergent,if->markers,convnext_tiny + mlp,0.22109826589595374,0.5086705202312138,0.6488439306358381,0.355673757037048,0.2832369942196532,692,0.48919999999999997
patient_5fold,0,emergent,markers->if,convnext_tiny + mlp,0.17196531791907516,0.43786127167630057,0.5838150289017341,0.300121657463698,0.2832369942196532,692,0.4314
patient_5fold,0,emergent,if->markers,convnext_tiny + fm:geneformer,0.046242774566473986,0.1676300578034682,0.2615606936416185,0.11783724663060295,0.0476878612716763,692,0.17300000000000001
patient_5fold,0,emergent,markers->if,convnext_tiny + fm:geneformer,0.0476878612716763,0.157514450867052,0.2586705202312139,0.11785357528321266,0.0476878612716763,692,0.16620000000000001
patient_5fold,0,emergent,if->markers,convnext_tiny + fm:scgpt,0.05346820809248555,0.20809248554913296,0.33236994219653176,0.14082322968480368,0.04190751445086705,692,0.218
patient_5fold,0,emergent,markers->if,convnext_tiny + fm:scgpt,0.03901734104046243,0.17630057803468208,0.3179190751445087,0.12380657200577805,0.04190751445086705,692,0.2036
patient_5fold,0,emergent,if->markers,fm:virtues + mlp,0.4046242774566474,0.708092485549133,0.8164739884393064,0.5427415137505758,0.6184971098265896,692,0.6803999999999999
patient_5fold,0,emergent,markers->if,fm:virtues + mlp,0.3352601156069364,0.6329479768786127,0.7630057803468208,0.4704993063365853,0.6184971098265896,692,0.6126
patient_5fold,0,emergent,if->markers,fm:virtues + fm:geneformer,0.06936416184971098,0.22976878612716764,0.3569364161849711,0.15927715982395957,0.06213872832369942,692,0.24220000000000003
patient_5fold,0,emergent,markers->if,fm:virtues + fm:geneformer,0.07658959537572255,0.24566473988439305,0.37283236994219654,0.1704601772273852,0.06213872832369942,692,0.26039999999999996
patient_5fold,0,emergent,if->markers,fm:virtues + fm:scgpt,0.08670520231213873,0.28901734104046245,0.4421965317919075,0.19721006730940951,0.10260115606936417,692,0.303
patient_5fold,0,emergent,markers->if,fm:virtues + fm:scgpt,0.07803468208092486,0.24132947976878613,0.3800578034682081,0.17051500847324358,0.10260115606936417,692,0.2654
patient_5fold,1,trained,he->if,convnext_tiny,0.4917431192660551,0.8128440366972477,0.908256880733945,0.6310362514513643,0.7596330275229358,545,0.7375999999999999
patient_5fold,1,trained,if->he,convnext_tiny,0.4935779816513762,0.8348623853211009,0.9137614678899083,0.6372308888910804,0.7596330275229358,545,0.7515999999999999
patient_5fold,1,trained,he->if,fm:virtues,0.46788990825688076,0.8220183486238533,0.9119266055045872,0.6235754474575854,0.8,545,0.742
patient_5fold,1,trained,if->he,fm:virtues,0.45321100917431195,0.8091743119266055,0.9064220183486239,0.6074258839249511,0.8,545,0.7290000000000001
patient_5fold,1,trained,he->markers,mlp,0.15229357798165138,0.3944954128440367,0.5706422018348624,0.27493624030273683,0.181651376146789,545,0.36340000000000006
patient_5fold,1,trained,markers->he,mlp,0.13394495412844037,0.3926605504587156,0.5559633027522936,0.2644897523403392,0.181651376146789,545,0.35100000000000003
patient_5fold,1,trained,he->markers,fm:geneformer,0.044036697247706424,0.14862385321100918,0.26055045871559634,0.11534156030727147,0.047706422018348627,545,0.1494
patient_5fold,1,trained,markers->he,fm:geneformer,0.05504587155963303,0.1779816513761468,0.30091743119266057,0.1339028195711928,0.047706422018348627,545,0.17979999999999996
patient_5fold,1,trained,he->markers,fm:scgpt,0.045871559633027525,0.1926605504587156,0.3376146788990826,0.13214581895580735,0.05871559633027523,545,0.1856
patient_5fold,1,trained,markers->he,fm:scgpt,0.05871559633027523,0.1834862385321101,0.3100917431192661,0.13912998109732228,0.05871559633027523,545,0.18479999999999996
patient_5fold,1,emergent,if->markers,convnext_tiny + mlp,0.22752293577981653,0.5926605504587156,0.7467889908256881,0.3914940951721801,0.3247706422018349,545,0.5126
patient_5fold,1,emergent,markers->if,convnext_tiny + mlp,0.20917431192660552,0.5266055045871559,0.671559633027523,0.3533679327048607,0.3247706422018349,545,0.4498
patient_5fold,1,emergent,if->markers,convnext_tiny + fm:geneformer,0.047706422018348627,0.1963302752293578,0.3229357798165138,0.13909222984225694,0.06972477064220184,545,0.1942
patient_5fold,1,emergent,markers->if,convnext_tiny + fm:geneformer,0.05871559633027523,0.21651376146788992,0.3431192660550459,0.14881474428352123,0.06972477064220184,545,0.2024
patient_5fold,1,emergent,if->markers,convnext_tiny + fm:scgpt,0.06422018348623854,0.23486238532110093,0.4018348623853211,0.16613852720743894,0.07339449541284404,545,0.23379999999999998
patient_5fold,1,emergent,markers->if,convnext_tiny + fm:scgpt,0.06788990825688074,0.22568807339449543,0.3614678899082569,0.16205731613143393,0.07339449541284404,545,0.21619999999999998
patient_5fold,1,emergent,if->markers,fm:virtues + mlp,0.46238532110091746,0.8073394495412844,0.9064220183486239,0.6138214078369333,0.7064220183486238,545,0.7256
patient_5fold,1,emergent,markers->if,fm:virtues + mlp,0.3798165137614679,0.708256880733945,0.8201834862385321,0.5297205654698625,0.7064220183486238,545,0.6344
patient_5fold,1,emergent,if->markers,fm:virtues + fm:geneformer,0.08623853211009175,0.30091743119266057,0.45137614678899085,0.2024159827595019,0.11559633027522936,545,0.2777
patient_5fold,1,emergent,markers->if,fm:virtues + fm:geneformer,0.10458715596330276,0.3284403669724771,0.47889908256880737,0.2222702193027358,0.11559633027522936,545,0.30160000000000003
patient_5fold,1,emergent,if->markers,fm:virtues + fm:scgpt,0.12477064220183487,0.3908256880733945,0.563302752293578,0.2555630831457762,0.13577981651376148,545,0.34820000000000007
patient_5fold,1,emergent,markers->if,fm:virtues + fm:scgpt,0.10091743119266056,0.3302752293577982,0.47339449541284406,0.21969933417369114,0.13577981651376148,545,0.2946
patient_5fold,2,trained,he->if,convnext_tiny,0.56672760511883,0.8372943327239488,0.9122486288848263,0.691474843636169,0.7769652650822669,547,0.7811999999999999
patient_5fold,2,trained,if->he,convnext_tiny,0.546617915904936,0.8336380255941499,0.9140767824497258,0.6780794849317778,0.7769652650822669,547,0.7764000000000002
patient_5fold,2,trained,he->if,fm:virtues,0.4753199268738574,0.7897623400365631,0.8921389396709324,0.6139034813969675,0.7659963436928702,547,0.7322
patient_5fold,2,trained,if->he,fm:virtues,0.4625228519195612,0.7184643510054844,0.850091407678245,0.5865014327873225,0.7659963436928702,547,0.686
patient_5fold,2,trained,he->markers,mlp,0.1773308957952468,0.46617915904936014,0.6124314442413162,0.31568944078199795,0.2230347349177331,547,0.4206
patient_5fold,2,trained,markers->he,mlp,0.14625228519195613,0.4296160877513711,0.583180987202925,0.28611441889007555,0.2230347349177331,547,0.39039999999999997
patient_5fold,2,trained,he->markers,fm:geneformer,0.054844606946983544,0.1809872029250457,0.27239488117001825,0.13008326202328716,0.062157221206581355,547,0.16660000000000003
patient_5fold,2,trained,markers->he,fm:geneformer,0.043875685557586835,0.18281535648994515,0.29250457038391225,0.12672299153173008,0.062157221206581355,547,0.1778
patient_5fold,2,trained,he->markers,fm:scgpt,0.04570383912248629,0.1773308957952468,0.3053016453382084,0.13046755948169622,0.05301645338208409,547,0.17740000000000003
patient_5fold,2,trained,markers->he,fm:scgpt,0.051188299817184646,0.16819012797074953,0.28153564899451555,0.1250836571995889,0.05301645338208409,547,0.16540000000000002
patient_5fold,2,emergent,if->markers,convnext_tiny + mlp,0.2687385740402194,0.583180987202925,0.7294332723948812,0.4185201165570112,0.33638025594149906,547,0.5282000000000001
patient_5fold,2,emergent,markers->if,convnext_tiny + mlp,0.20475319926873858,0.5246800731261426,0.6892138939670932,0.3585561989259423,0.33638025594149906,547,0.46379999999999993
patient_5fold,2,emergent,if->markers,convnext_tiny + fm:geneformer,0.04753199268738574,0.20658135283363802,0.3510054844606947,0.1455149336875791,0.05850091407678245,547,0.19219999999999998
patient_5fold,2,emergent,markers->if,convnext_tiny + fm:geneformer,0.05850091407678245,0.19378427787934185,0.3473491773308958,0.14928517178352954,0.05850091407678245,547,0.19740000000000002
patient_5fold,2,emergent,if->markers,convnext_tiny + fm:scgpt,0.06764168190127971,0.27056672760511885,0.4113345521023766,0.17601148696285696,0.05850091407678245,547,0.24539999999999998
patient_5fold,2,emergent,markers->if,convnext_tiny + fm:scgpt,0.054844606946983544,0.1956124314442413,0.3180987202925046,0.14446365576961742,0.05850091407678245,547,0.19419999999999996
patient_5fold,2,emergent,if->markers,fm:virtues + mlp,0.45521023765996343,0.7641681901279708,0.8665447897623401,0.5922831671463877,0.6563071297989032,547,0.7024000000000001
patient_5fold,2,emergent,markers->if,fm:virtues + mlp,0.37842778793418647,0.6745886654478976,0.8135283363802559,0.5222998114077081,0.6563071297989032,547,0.6259999999999999
patient_5fold,2,emergent,if->markers,fm:virtues + fm:geneformer,0.08592321755027423,0.2742230347349177,0.43144424131627057,0.19218002809169288,0.10420475319926874,547,0.255
patient_5fold,2,emergent,markers->if,fm:virtues + fm:geneformer,0.09689213893967093,0.2870201096892139,0.44424131627056673,0.20328036966645116,0.10420475319926874,547,0.271
patient_5fold,2,emergent,if->markers,fm:virtues + fm:scgpt,0.10420475319926874,0.32541133455210236,0.473491773308958,0.21907314134473002,0.09506398537477148,547,0.2932
patient_5fold,2,emergent,markers->if,fm:virtues + fm:scgpt,0.08775137111517367,0.2797074954296161,0.4113345521023766,0.18861843580298654,0.09506398537477148,547,0.252
patient_5fold,3,trained,he->if,convnext_tiny,0.4744318181818182,0.8068181818181818,0.9119318181818182,0.619633719855826,0.7769886363636364,704,0.7749999999999999
patient_5fold,3,trained,if->he,convnext_tiny,0.5213068181818182,0.8139204545454546,0.9090909090909091,0.6528001422461803,0.7769886363636364,704,0.7982
patient_5fold,3,trained,he->if,fm:virtues,0.5227272727272727,0.8153409090909091,0.9005681818181818,0.6477450022722708,0.7869318181818182,704,0.7858000000000002
patient_5fold,3,trained,if->he,fm:virtues,0.4786931818181818,0.8096590909090909,0.9019886363636364,0.6169850125230874,0.7869318181818182,704,0.7719999999999999
patient_5fold,3,trained,he->markers,mlp,0.15482954545454544,0.40482954545454547,0.5724431818181818,0.28006332017869356,0.19460227272727273,704,0.4194
patient_5fold,3,trained,markers->he,mlp,0.14488636363636365,0.39488636363636365,0.5440340909090909,0.2729383350340127,0.19460227272727273,704,0.39980000000000004
patient_5fold,3,trained,he->markers,fm:geneformer,0.03551136363636364,0.140625,0.24289772727272727,0.10457001820522854,0.03551136363636364,704,0.1634
patient_5fold,3,trained,markers->he,fm:geneformer,0.03409090909090909,0.15767045454545456,0.24005681818181818,0.10286259330519298,0.03551136363636364,704,0.17600000000000002
patient_5fold,3,trained,he->markers,fm:scgpt,0.05113636363636364,0.17755681818181818,0.2784090909090909,0.12859585859518796,0.03409090909090909,704,0.18959999999999996
patient_5fold,3,trained,markers->he,fm:scgpt,0.03977272727272727,0.15767045454545456,0.2571022727272727,0.11302599208600492,0.03409090909090909,704,0.18499999999999997
patient_5fold,3,emergent,if->markers,convnext_tiny + mlp,0.21875,0.5056818181818182,0.6747159090909091,0.3588009246039244,0.2585227272727273,704,0.5046
patient_5fold,3,emergent,markers->if,convnext_tiny + mlp,0.18607954545454544,0.4630681818181818,0.6221590909090909,0.3219378971771578,0.2585227272727273,704,0.47139999999999993
patient_5fold,3,emergent,if->markers,convnext_tiny + fm:geneformer,0.052556818181818184,0.17755681818181818,0.2684659090909091,0.1278738326612533,0.04261363636363636,704,0.204
patient_5fold,3,emergent,markers->if,convnext_tiny + fm:geneformer,0.04403409090909091,0.16335227272727273,0.26420454545454547,0.12073157298956277,0.04261363636363636,704,0.1932
patient_5fold,3,emergent,if->markers,convnext_tiny + fm:scgpt,0.07386363636363637,0.22869318181818182,0.33948863636363635,0.16193805103542502,0.08238636363636363,704,0.2432
patient_5fold,3,emergent,markers->if,convnext_tiny + fm:scgpt,0.05823863636363636,0.19602272727272727,0.2897727272727273,0.1413025530115072,0.08238636363636363,704,0.21240000000000003
patient_5fold,3,emergent,if->markers,fm:virtues + mlp,0.4275568181818182,0.7414772727272727,0.8423295454545454,0.5687223047011891,0.6363636363636364,704,0.7103999999999999
patient_5fold,3,emergent,markers->if,fm:virtues + mlp,0.390625,0.6803977272727273,0.7698863636363636,0.5225064285525928,0.6363636363636364,704,0.6658
patient_5fold,3,emergent,if->markers,fm:virtues + fm:geneformer,0.07670454545454546,0.23295454545454544,0.3536931818181818,0.16994429963990607,0.08948863636363637,704,0.2608
patient_5fold,3,emergent,markers->if,fm:virtues + fm:geneformer,0.06392045454545454,0.22301136363636365,0.34801136363636365,0.15694149614175454,0.08948863636363637,704,0.2528
patient_5fold,3,emergent,if->markers,fm:virtues + fm:scgpt,0.10085227272727272,0.3181818181818182,0.46732954545454547,0.2165318643135336,0.13068181818181818,704,0.3288
patient_5fold,3,emergent,markers->if,fm:virtues + fm:scgpt,0.078125,0.26704545454545453,0.37073863636363635,0.1789508508153369,0.13068181818181818,704,0.2834
patient_5fold,4,trained,he->if,convnext_tiny,0.43490701001430615,0.7682403433476395,0.8469241773962805,0.5848238382987438,0.6866952789699571,699,0.737
patient_5fold,4,trained,if->he,convnext_tiny,0.47353361945636624,0.7625178826895566,0.8526466380543634,0.6023332038545078,0.6866952789699571,699,0.7414000000000001
patient_5fold,4,trained,he->if,fm:virtues,0.41917024320457796,0.7253218884120172,0.8283261802575107,0.5539848303760571,0.6666666666666666,699,0.6901999999999999
patient_5fold,4,trained,if->he,fm:virtues,0.413447782546495,0.7167381974248928,0.8383404864091559,0.5504305512637714,0.6666666666666666,699,0.7002000000000002
patient_5fold,4,trained,he->markers,mlp,0.12446351931330472,0.3590844062947067,0.5014306151645207,0.2463723677892378,0.14163090128755365,699,0.37079999999999996
patient_5fold,4,trained,markers->he,mlp,0.11587982832618025,0.33047210300429186,0.4892703862660944,0.2299321935219096,0.14163090128755365,699,0.33640000000000003
patient_5fold,4,trained,he->markers,fm:geneformer,0.031473533619456366,0.13304721030042918,0.2246065808297568,0.09995075856265431,0.034334763948497854,699,0.157
patient_5fold,4,trained,markers->he,fm:geneformer,0.044349070100143065,0.11874105865522175,0.23319027181688126,0.10564223985193075,0.034334763948497854,699,0.16219999999999998
patient_5fold,4,trained,he->markers,fm:scgpt,0.030042918454935622,0.15736766809728184,0.24892703862660945,0.10613920424900318,0.04005722460658083,699,0.17939999999999998
patient_5fold,4,trained,markers->he,fm:scgpt,0.03719599427753934,0.13733905579399142,0.22889842632331903,0.10231147308279498,0.04005722460658083,699,0.163
patient_5fold,4,emergent,if->markers,convnext_tiny + mlp,0.20743919885550788,0.47067238912732473,0.6094420600858369,0.34192705992508265,0.2503576537911302,699,0.47440000000000004
patient_5fold,4,emergent,markers->if,convnext_tiny + mlp,0.15879828326180256,0.4034334763948498,0.5679542203147353,0.28430797757487763,0.2503576537911302,699,0.4274
patient_5fold,4,emergent,if->markers,convnext_tiny + fm:geneformer,0.05007153075822604,0.17167381974248927,0.27896995708154504,0.12361652866982296,0.045779685264663805,699,0.18919999999999998
patient_5fold,4,emergent,markers->if,convnext_tiny + fm:geneformer,0.04864091559370529,0.16738197424892703,0.25393419170243203,0.12191976516916603,0.045779685264663805,699,0.185
patient_5fold,4,emergent,if->markers,convnext_tiny + fm:scgpt,0.05293276108726753,0.19456366237482117,0.3419170243204578,0.14143786353933682,0.05293276108726753,699,0.2316
patient_5fold,4,emergent,markers->if,convnext_tiny + fm:scgpt,0.03719599427753934,0.16452074391988555,0.27753934191702434,0.1217187536655898,0.05293276108726753,699,0.1918
patient_5fold,4,emergent,if->markers,fm:virtues + mlp,0.37625178826895567,0.6781115879828327,0.8097281831187411,0.5185463111208207,0.586552217453505,699,0.6664
patient_5fold,4,emergent,markers->if,fm:virtues + mlp,0.32761087267525035,0.6051502145922747,0.7281831187410587,0.4613279575945358,0.586552217453505,699,0.6031
patient_5fold,4,emergent,if->markers,fm:virtues + fm:geneformer,0.06723891273247497,0.21745350500715308,0.3648068669527897,0.16044427694640806,0.08583690987124463,699,0.24960000000000002
patient_5fold,4,emergent,markers->if,fm:virtues + fm:geneformer,0.04864091559370529,0.2474964234620887,0.36194563662374823,0.1530374921174636,0.08583690987124463,699,0.2585
patient_5fold,4,emergent,if->markers,fm:virtues + fm:scgpt,0.06294706723891273,0.27896995708154504,0.4220314735336195,0.17492455248021244,0.0844062947067239,699,0.2894
patient_5fold,4,emergent,markers->if,fm:virtues + fm:scgpt,0.05150214592274678,0.2088698140200286,0.3648068669527897,0.14420697349117123,0.0844062947067239,699,0.236